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Alibaba·Jan 26, 2026·v1.0·open source
DeepPlanning
DeepPlanning is a benchmark developed by Alibaba's Qwen Team to evaluate long-horizon agentic planning capabilities of large language models (LLMs) under verifiable constraints. It features realistic multi-day travel planning and multi-product shopping tasks that require proactive information acquisition, local constrained reasoning, and global constrained optimization.
Agentic AI
overview
DeepPlanning is a benchmark developed by Alibaba's Qwen Team to evaluate long-horizon agentic planning capabilities of large language models (LLMs) under verifiable constraints. It features realistic multi-day travel planning and multi-product shopping tasks that require proactive information acquisition, local constrained reasoning, and global constrained optimization.
key features
- 01Multi-day travel planning tasks
- 02Multi-product shopping tasks
- 03Proactive information acquisition
- 04Local constrained reasoning
- 05Global constrained optimization
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